Please use this identifier to cite or link to this item: http://hdl.handle.net/10397/117056
Title: How does virtual reality adoption affect firm risk? The role of external market environments
Authors: Xiong, Y
Wang, G
Xiu, C
Wang, X
Lam, HKS
Yee, RWY 
Issue Date: Mar-2026
Source: Transportation research. Part E, Logistics and transportation review, Mar. 2026, v. 207, 104604
Abstract: It is unclear whether adopting virtual reality technologies in a firm’s manufacturing processes is a risky decision or serves to reduce risk. Our study answers this question by combining the Mahalanobis distance matching with the difference-in-differences (DID) analysis to quantify the effect of virtual reality-enabled manufacturing practices (VRMPs) on firm risk. We also consider how external market environments, in terms of market competition, dynamism, and munificence, influence the relationship between VRMPs and firm risk. Our DID analysis, based on 74 treatment firms that adopted VRMPs and 72 matched control firms without such adoption, suggests that VRMP adoption helps reduce firm risk. Moreover, the risk-reduction effect is more significant for firms operating in highly competitive and dynamic markets, but less so in the contexts of high market munificence. These results demonstrate VRMPs’ potential to reduce firm risk and highlight the important role of external market environments in shaping this relationship.
Keywords: Firm risk
Manufacturing practices
Market competition
Market dynamism
Market munificence
Virtual reality
Publisher: Elsevier Ltd
Journal: Transportation research. Part E, Logistics and transportation review 
ISSN: 1366-5545
EISSN: 1878-5794
DOI: 10.1016/j.tre.2025.104604
Appears in Collections:Journal/Magazine Article

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